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kcelectra-with-korpus-ner
p3ngdump/kcelectra-with-korpus-ner
kcelectra-with-korpus-ner is a machine learning model from p3ngdump. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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1 GB on disk
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At a glance
- License
- apache-2.0
- Model type
- electra
- Access
- Public
- Created
- Sep 2, 2024
- Updated
- Sep 2, 2024
- SHA
- 399e2226
Base models
Model card
From the Hugging Face model README
f1 = 0.9249184726297076
loss = 0.10129747647663642
precision = 0.9142096355149254
recall = 0.935881164954256
precision recall f1-score support
AFW 0.75 0.82 0.78 2589
ANM 0.90 0.94 0.92 1576
CVL 0.92 0.95 0.93 23827
DAT 0.97 0.97 0.97 10511
EVT 0.82 0.85 0.83 1551
FLD 0.76 0.81 0.79 1420
LOC 0.91 0.93 0.92 9336
MAT 0.77 0.88 0.82 504
NUM 0.95 0.96 0.95 10668
ORG 0.90 0.92 0.91 13666
PER 0.97 0.97 0.97 10476
PLT 0.66 0.69 0.67 277
TIM 0.93 0.95 0.94 1045
TRM 0.79 0.85 0.82 3167
micro avg 0.91 0.94 0.92 90613
macro avg 0.86 0.89 0.87 90613
weighted avg 0.92 0.94 0.93 90613
- Type
- electra
- License
- apache-2.0
- Languages
- ko
- Created
- Sep 2, 2024
- Updated
- Sep 2, 2024